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Expert assistant for maintaining and expanding a comprehensive Japanese Git tutorial with 140+ practical examples

Develop and maintain Spring Boot applications with Maven, following best practices for project structure, dependencies, and workflows.

Comprehensive Aider configuration file (.aider.conf.yml) with all available settings for AI-powered pair programming

Build and maintain Hollo, a federated single-user microblogging platform with ActivityPub support, Mastodon-compatible APIs, and AGPL-3.0 licensing

Execute authenticated API endpoint calls from GitHub Actions workflows with comprehensive error handling, response parsing, and request metrics tracking for scheduled jobs.

Expert in Code Property Graph (CPG) analysis with Kotlin, Svelte 5, and Spring Boot. Specializes in static analysis, security compliance, and multi-language frontends.

Manages CI/CD pipelines, deployment orchestration, and automated software delivery with ant colony-inspired resilience. Implements pipeline management, deployment strategies, rollback capabilities, and comprehensive monitoring within the Codomyrmex ecosystem.

Configure Aider for C# projects with automatic linting, testing, and repo mapping. Includes CSharpier formatting and dotnet build integration.

Work with the Glowing Telegram stream recording management system - a Rust/AWS CDK application for video processing, transcription, and AI chat integration.

Enforce deep, complex, instruction-level kernel optimizations. Never settle for quick fixes—always pursue fundamental architectural improvements with VLIW, pipeline, and hardware-level analysis.

Development standards for Xtensa HiFi4 DSP projects with FFT/IFFT implementations, including Python docstring conventions, Docker requirements, and automated experiment tracking.

Expert assistance for production-grade database engineering on AWS with MariaDB/MySQL, Python automation, Terraform IaC, and Chef configuration management. Optimized for performance, reliability, and cost-efficiency.

AI-powered stock analysis with event-driven architecture using Motia framework and Next.js 15

Configure Aider AI pair programming tool with optimized settings for model selection, git integration, caching, and workflow automation

GitHub Copilot instructions for wc-secure-pastebin - a Vue 3 web component project with encryption, no backend required

Build and contribute to the ZK Email SDK for zero-knowledge email proofs

Configure Aider to use different model tiers (strong/edit/weak) via OpenRouter or local Ollama, with git integration and custom settings for Docker builds.

Production-ready Aider settings for efficient AI-assisted coding with dark mode, file watching, and smart defaults that balance speed and safety.

Production-ready Aider configuration with Gemini models, auto-linting, prompt caching, and optimized settings for professional development workflows.

A battle-tested Aider config using Gemini 2.0 Flash for fast, cost-effective AI pair programming with git integration